Concepedia

Daniel Hein

DH

Statistics

Publications

6

Citations

203

H-Index

6

Active since

2016

Affiliations

Siemens (Germany)(Current)

Technical University of Munich

AXYS Technologies (Canada)

Daniel Hein is an author at Siemens (Germany) specializing in machine learning, reinforcement learning, and computing.

ORCID

Publications per year

2016–2022

6

Publications

6

Particle swarm optimization for generating interpretable fuzzy reinforcement learning policies

Daniel Hein, Alexander Hentschel, Thomas A. Runkler et al. · Engineering Applications of Artificial Intelligence · 2017 · 77 citations · Full text

, , +11

A benchmark environment motivated by industrial control problems

Daniel Hein, Stefan Depeweg, Michel Tokic et al. · 2017 · 48 citations · Full text

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Reinforcement Learning with Particle Swarm Optimization Policy (PSO-P) in Continuous State and Action Spaces

Daniel Hein, Alexander Hentschel, Thomas A. Runkler et al. · International Journal of Swarm Intelligence Research · 2016 · 28 citations

, , +14

Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning

Phillip Swazinna, Steffen Udluft, Daniel Hein et al. · IFAC-PapersOnLine · 2022 · 24 citations · Full text

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Generating interpretable fuzzy controllers using particle swarm optimization and genetic programming

Daniel Hein, Steffen Udluft, Thomas A. Runkler · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2018 · 15 citations · Full text

, , +15

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